Filter and raster enhancement¶

This program performs image color calibration and it has the ability to mask bad pixels.

import Module

[1]:

%matplotlib inline
from akhdefo_functions import Filter_PreProcess

run the module

Note: you can apply this module at any stage for instance before merging and mosaic or cropping to AOI. Although its recommended to apply before cropping raster images to your desired area of interest.

[2]:

_filters=Filter_PreProcess(unfiltered_folderPath="data/image_raster_tifs", UDM2_maskfolderPath= "data/UDM2_raster_tifs",
                          outpath_dir="data/filtred_rasters", Udm_Mask_Option=False, plot_figure=True)

strat working on folder data/image_raster_tifs
 start Processing Image Number:  0 : data/image_raster_tifs\5851965_1062413_2022-08-12_24a4_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_1.png

../_images/notebooks_Filter_PreProcess_4_2.png

process is completed
 start Processing Image Number:  1 : data/image_raster_tifs\5864669_1062413_2022-08-17_2474_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_4.png

../_images/notebooks_Filter_PreProcess_4_5.png

process is completed
 start Processing Image Number:  2 : data/image_raster_tifs\5869058_1062413_2022-08-20_2453_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_7.png

../_images/notebooks_Filter_PreProcess_4_8.png

process is completed
 start Processing Image Number:  3 : data/image_raster_tifs\5869169_1062413_2022-08-20_248c_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_10.png

../_images/notebooks_Filter_PreProcess_4_11.png

process is completed
 start Processing Image Number:  4 : data/image_raster_tifs\5874216_1062413_2022-08-22_2465_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_13.png

../_images/notebooks_Filter_PreProcess_4_14.png

process is completed
 start Processing Image Number:  5 : data/image_raster_tifs\5881666_1062413_2022-08-25_241e_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_16.png

../_images/notebooks_Filter_PreProcess_4_17.png

process is completed
 start Processing Image Number:  6 : data/image_raster_tifs\5881828_1062413_2022-08-25_2414_BGRN_SR_clip.tif
(3, 1773, 4761)

../_images/notebooks_Filter_PreProcess_4_19.png

../_images/notebooks_Filter_PreProcess_4_20.png

process is completed
 start Processing Image Number:  7 : data/image_raster_tifs\5892964_1062413_2022-08-30_2460_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_22.png

../_images/notebooks_Filter_PreProcess_4_23.png

process is completed
 start Processing Image Number:  8 : data/image_raster_tifs\5893138_1062413_2022-08-30_2427_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_25.png

../_images/notebooks_Filter_PreProcess_4_26.png

process is completed
 start Processing Image Number:  9 : data/image_raster_tifs\5895742_1062413_2022-08-31_2459_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_28.png

../_images/notebooks_Filter_PreProcess_4_29.png

process is completed
 start Processing Image Number:  10 : data/image_raster_tifs\5898249_1062413_2022-09-01_24a4_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_31.png

../_images/notebooks_Filter_PreProcess_4_32.png

process is completed
 start Processing Image Number:  11 : data/image_raster_tifs\5900307_1062413_2022-09-02_2464_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_34.png

../_images/notebooks_Filter_PreProcess_4_35.png

process is completed
 start Processing Image Number:  12 : data/image_raster_tifs\5902754_1062413_2022-09-03_2499_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_37.png

../_images/notebooks_Filter_PreProcess_4_38.png

process is completed
 start Processing Image Number:  13 : data/image_raster_tifs\5903099_1062413_2022-09-03_2426_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_40.png

../_images/notebooks_Filter_PreProcess_4_41.png

process is completed
 start Processing Image Number:  14 : data/image_raster_tifs\5912289_1062413_2022-09-07_241f_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_43.png

../_images/notebooks_Filter_PreProcess_4_44.png

process is completed
 start Processing Image Number:  15 : data/image_raster_tifs\5912994_1062413_2022-09-07_2495_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_46.png

../_images/notebooks_Filter_PreProcess_4_47.png

process is completed
 start Processing Image Number:  16 : data/image_raster_tifs\5917223_1062413_2022-09-09_2478_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_49.png

../_images/notebooks_Filter_PreProcess_4_50.png

process is completed
 start Processing Image Number:  17 : data/image_raster_tifs\5917611_1062413_2022-09-09_247e_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_52.png

../_images/notebooks_Filter_PreProcess_4_53.png

process is completed
 start Processing Image Number:  18 : data/image_raster_tifs\5920303_1062413_2022-09-10_2475_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_55.png

../_images/notebooks_Filter_PreProcess_4_56.png

process is completed
 start Processing Image Number:  19 : data/image_raster_tifs\5926948_1062413_2022-09-13_2482_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_58.png

../_images/notebooks_Filter_PreProcess_4_59.png

process is completed
 start Processing Image Number:  20 : data/image_raster_tifs\5940456_1062413_2022-09-19_2474_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_61.png

../_images/notebooks_Filter_PreProcess_4_62.png

process is completed
 start Processing Image Number:  21 : data/image_raster_tifs\5941375_1062413_2022-09-18_2473_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_64.png

../_images/notebooks_Filter_PreProcess_4_65.png

process is completed
 start Processing Image Number:  22 : data/image_raster_tifs\5943127_1062413_2022-09-20_247c_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_67.png

../_images/notebooks_Filter_PreProcess_4_68.png

process is completed
 start Processing Image Number:  23 : data/image_raster_tifs\5943207_1062413_2022-09-20_2435_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_70.png

../_images/notebooks_Filter_PreProcess_4_71.png

process is completed
 start Processing Image Number:  24 : data/image_raster_tifs\5944094_1062413_2022-08-31_2212_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_73.png

../_images/notebooks_Filter_PreProcess_4_74.png

process is completed
 start Processing Image Number:  25 : data/image_raster_tifs\5945478_1062413_2022-09-21_2276_BGRN_SR_clip.tif
(3, 1423, 4083)

../_images/notebooks_Filter_PreProcess_4_76.png

../_images/notebooks_Filter_PreProcess_4_77.png

process is completed
 start Processing Image Number:  26 : data/image_raster_tifs\5955030_1062413_2022-09-25_2451_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_79.png

../_images/notebooks_Filter_PreProcess_4_80.png

process is completed
 start Processing Image Number:  27 : data/image_raster_tifs\5955195_1062413_2022-09-25_2480_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_82.png

../_images/notebooks_Filter_PreProcess_4_83.png

process is completed
 start Processing Image Number:  28 : data/image_raster_tifs\5960569_1062413_2022-09-27_2442_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_85.png

../_images/notebooks_Filter_PreProcess_4_86.png

process is completed
 start Processing Image Number:  29 : data/image_raster_tifs\5964662_1062413_2022-09-29_247d_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_88.png

../_images/notebooks_Filter_PreProcess_4_89.png

process is completed
 start Processing Image Number:  30 : data/image_raster_tifs\5970747_1062413_2022-10-01_2473_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_91.png

../_images/notebooks_Filter_PreProcess_4_92.png

process is completed
 start Processing Image Number:  31 : data/image_raster_tifs\5974078_1062413_2022-10-02_247f_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_94.png

../_images/notebooks_Filter_PreProcess_4_95.png

process is completed
 start Processing Image Number:  32 : data/image_raster_tifs\5977188_1062413_2022-10-03_2251_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_97.png

../_images/notebooks_Filter_PreProcess_4_98.png

process is completed
 start Processing Image Number:  33 : data/image_raster_tifs\5978388_1062413_2022-10-03_2495_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_100.png

../_images/notebooks_Filter_PreProcess_4_101.png

process is completed
 start Processing Image Number:  34 : data/image_raster_tifs\5985561_1062413_2022-10-06_2262_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_103.png

../_images/notebooks_Filter_PreProcess_4_104.png

process is completed
 start Processing Image Number:  35 : data/image_raster_tifs\5990651_1062413_2022-10-08_2233_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_106.png

../_images/notebooks_Filter_PreProcess_4_107.png

process is completed
 start Processing Image Number:  36 : data/image_raster_tifs\6010545_1062413_2022-10-16_2212_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_109.png

../_images/notebooks_Filter_PreProcess_4_110.png

process is completed
 start Processing Image Number:  37 : data/image_raster_tifs\6016090_1062413_2022-10-18_2455_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_112.png

../_images/notebooks_Filter_PreProcess_4_113.png

process is completed
 start Processing Image Number:  38 : data/image_raster_tifs\6016170_1062413_2022-10-18_2470_BGRN_SR_clip.tif
(3, 923, 846)

../_images/notebooks_Filter_PreProcess_4_115.png

../_images/notebooks_Filter_PreProcess_4_116.png

process is completed
All process is completed

[ ]: